Instant Reports & Scripts

The AI blueprint engine can generate broad smoke tests by itself with little input usually in an hour own less. Separately, a portfolio of scripts gets generated by AI scripting in very short order. While the machine learning, blueprint generation phase may take an hour of machine time, script generation take minutes, leading to nearly instant scripts and regression tests, which often number in the thousands.

Complete Coverage

Everything users try to do gets captured in the AI driven porfolio of scripts. Even failed user actions get scripted, whether the failure is due to poor design or bugs. Complete test coverage like this is unprecedented and impossible for unaided humans to replicate. And the instant smoke tests work with no user information. AI creates its own pathways in essence trying everything reasonable in an application and reporting all incosistencies.

User Driven Testing

User activity drives AI Scripting, making it ideal for regression testing, since it captures everything users do and attempt to do.

As to the latter, Appvance IQ generates scripts for even failed user actions, allowing it to flag bugs that may go unreported.

Technology

Machine Learning

AI testing first produces an Application Blueprint by using a machine learning engine to comb through even the most complex apps. Various machine learning techniques are used to ascertain the app’s function and purpose, how it forms server requests, what data it requires, and how server responses correlate to future requests. This generates instant smoke test reports.

Application Blueprint

The Application Blueprint created by the machine learning engine encapsulates a deep understanding of the ins and outs of the application-under-test. The Blueprint subsequently marries up to a big data analysis of how real users navigate the application.

Cognitive Script Generation

Script generation for regression tests is the result of cognitive processing that uses the Application Blueprint as a guide to what is possible in the application-under-test, and server logs as a big data source of actual user activity. Cognitive Script Generation then produces a script portfolio that accurately represents what users did or attempted to do.